{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Wall time: 0 ns\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "%time from hikyuu.interactive.interactive import *\n",
    "\n",
    "from pylab import plot"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# 示例：通道突破系统\n",
    "\n",
    "当价格突破20日高点时买入，当价格低于10日低点时卖出。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#创建一个从2001年1月1日开始的账户，初始资金20万元\n",
    "my_tm = crtTM(Datetime(200101010000), 200000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "my_sys = SYS_Simple(tm=my_tm)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def TurtleSG(self):\n",
    "     n1 = self.getParam(\"n1\")\n",
    "     n2 = self.getParam(\"n2\")\n",
    "     k = self.getTO()\n",
    "     c = CLOSE(k)\n",
    "     h = REF(HHV(c, n1), 1) #前n日高点\n",
    "     L = REF(LLV(c, n2), 1) #前n日低点\n",
    "     for i in range(h.discard, len(k)):\n",
    "         if (c[i] >= h[i]):\n",
    "             self._addBuySignal(k[i].datetime)\n",
    "         elif (c[i] <= L[i]):\n",
    "             self._addSellSignal(k[i].datetime)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "my_sg = crtSG(TurtleSG, {'n1': 20, 'n2': 10}, 'TurtleSG')\n",
    "\n",
    "my_mm = MM_FixedCount(1000)\n",
    "\n",
    "s = sm['sz000001']\n",
    "query = QueryByDate(Datetime(200101010000), Datetime(201705010000))\n",
    "\n",
    "my_sys.mm = my_mm\n",
    "my_sys.sg = my_sg\n",
    "my_sys.run(s, query)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<hikyuu._hikyuu.DatetimeList at 0x20d2864e100>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "calendar = sm.getTradingCalendar(query, 'SZ')\n",
    "calendar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "x1 = my_tm.getFundsCurve(calendar, Query.DAY)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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//hx+cN5sfP3TH3N6Oq4SL5kwUsP1dRXYdetifPHOt/BeUxvueWNn2vtnu6gy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\na//F23sAWFXiW2CitRdu+3u8ltt+uwGAG88eyx0XdV5wpC8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HEJz4HXZ+HA98iP5tjFiI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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x20d28589128>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PRICELIST(x1).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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qmxk1uCzrJ6Jlora+mYaWEDf9+S3+YcZ4hlUUdgDfVyLefyQXTR+b55WIZFfa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\nQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x20d2860e470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_sys.mm = MM_FixedPercent(0.03)\n",
    "my_sys.run(s, query)\n",
    "\n",
    "x2 = my_tm.getFundsCurve(calendar, Query.DAY)\n",
    "PRICELIST(x2).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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rTEiSysBArMIbbcRERHUd4tGHTMxApzSmlPs3sUIsSSqDCdchllpttIpvRwSP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\nkiRJamsGYkmSJLU1A7EkSZLa2v8PVn8zdrvvyCQAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x20d288e10f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_sys.mm = MM_FixedRisk(1000)\n",
    "my_sys.run(s, query)\n",
    "\n",
    "x3 = my_tm.getFundsCurve(calendar, Query.DAY)\n",
    "PRICELIST(x3).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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jR7Rsu0ZUWIXairfcZCo/+K+Fa3DSxPimGmb3hWCe5V+FZLYve3tjC2aMHphyu3V3u1nj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\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x20d288e1be0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_sys.mm = MM_FixedCapital(1000)\n",
    "my_sys.run(s, query)\n",
    "\n",
    "x4 = my_tm.getFundsCurve(calendar, Query.DAY)\n",
    "PRICELIST(x4).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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HjmkzfPmP4lYaeBJMnTqVLVu2kJqa+sj67N27t941njFjxiPruyTZ2dksWLBAZlOFEEKI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0JkjR0Q//lbe+Fa/CbU9MTrV9QrR0BcUQt7ngVfPAgtO8L7vVYf4vIuuRtwoasfAGc/nO9RCCFE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\nAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x20d287d75f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = create_one_axes_figure()\n",
    "\n",
    "def x_plot(x, name, ax):\n",
    "    px = PRICELIST(x)\n",
    "    px.name = name\n",
    "    px.plot(axes=ax, legend_on=True)\n",
    "\n",
    "x_plot(x1, 'MM_FixedCount', ax)\n",
    "x_plot(x2, 'MM_FixedPercent', ax)\n",
    "x_plot(x3, 'MM_FixedRisk', ax)\n",
    "x_plot(x3, 'MM_FixedCapital', ax)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [default]",
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